Yotpo MCP Server and API by Cotlet vs Google E-commerce (GA4, Search Console, Merchant Center, Ads)
Yotpo MCP Server and API by Cotlet is an MCP server published by cotlet.dev. Marketplaces we read that list it: 1 (Official MCP Registry). Google E-commerce (GA4, Search Console, Merchant Center, Ads) is an MCP server published by MoonEyes. Marketplaces we read that list it: 2 (Official MCP Registry, PyPI (MCP servers)). As of our marketplace pass on 2026-11-14. This pair was picked by a reader, not by our comparison rule, so search engines are asked not to index the page.
Where each is published
| Marketplace |  Yotpo MCP Server and API by Cotlet |  Google E-commerce (GA4, Search Console, Merchant Center, Ads) |
|---|---|---|
| Official MCP Registry | Listed Version: 1.0.2 No figure published Not marked · First seen |
Listed Version: 0.6.0 Downloads/month (PyPI): 692 Downloads/week (PyPI): 84 Forks (GitHub): 1 Stars (GitHub): 3 Not marked · First seen |
| PyPI (MCP servers) | Not listed | Listed Version: 0.6.0 Downloads/month (PyPI): 692 Downloads/week (PyPI): 84 Forks (GitHub): 1 Stars (GitHub): 3 Not marked · First seen |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
The facts side by side
| Fact | Yotpo MCP Server and API by Cotlet | Google E-commerce (GA4, Search Console, Merchant Center, Ads) |
|---|---|---|
| Marketplaces that list it (differs) | 1 (worse) | 2 (better) |
| Stars (GitHub) (differs) | No figure on GitHub | 3 |
| Forks (GitHub) (differs) | No figure on GitHub | 1 |
| Last release (differs) | 2026-11-10 (better) | 2026-10-21 (worse) |
| Where it runs (differs) | Remote server (cotlet.dev/mcp/v1/yotpo/connect) | On your machine (google-ecommerce-mcp) |
| Transport (differs) | Streamable HTTP | stdio |
| Tools it declares | Not published | Not published |
| Environment variables it asks for (differs) | Not published | 8, secrets among them: 1 |
| Licence (differs) | Not stated | MIT |
| Repository (differs) | Not stated | github.com/mooneyes/google-ecommerce-mcp |
| Changes in the last 7 days (differs) | 4 | 0 |
| First seen (differs) | 2026-11-09 | 2026-10-11 |
| Endpoint at the last check (differs) | Answered with HTTP 302 (15 h ago) | no remote endpoint we check |
Lines where the two differ have a tinted background and bold values. Where the data itself says which value is better (more marketplaces, a larger figure of the same marketplace, a fresher release, a verified mark on a marketplace that lists both), the better one is also marked green with ▲ and the worse one red with ▼. Where it runs, the transport, the tools, the settings, hooks, the bundle's parts, the licence and the week's changes are marked only as different: more or fewer is not better in itself.
What each says it does
Yotpo MCP Server and API by Cotlet
Yotpo ecommerce marketing platform MCP server: list reviews, publish review, hide review.
Google E-commerce (GA4, Search Console, Merchant Center, Ads)
Multi-client read and controlled write (off by default): GA4, GSC, Merchant, GTM, ad platforms.
How to run each
Yotpo MCP Server and API by Cotlet As a remote MCP server
claude mcp add --transport http yotpo https://cotlet.dev/mcp/v1/yotpo/connectGoogle E-commerce (GA4, Search Console, Merchant Center, Ads) As a local MCP server: PyPI package
claude mcp add --env "PAGESPEED_API_KEY=<YOUR_PAGESPEED_API_KEY>" --transport stdio google-ecommerce-mcp -- uvx google-ecommerce-mcpRequires: PAGESPEED_API_KEY (secret)
Commands built only from what the marketplaces declare; the full set for every client is on each card.
Only Yotpo MCP Server and API by Cotlet has a remote endpoint we check. How we check endpoints
Tools each declares
Neither one's marketplaces publish a list of tools, so there is nothing to compare.
Settings each asks for
The marketplaces of Yotpo MCP Server and API by Cotlet publish no settings it asks for, so we do not compare settings.
What it can do: Yotpo MCP Server and API by Cotlet · What it can do: Google E-commerce (GA4, Search Console, Merchant Center, Ads) · Compare two other plugins
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Package data comes from the Python Package Index (pypi.org). Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.